Discussing your notes and findings as a team will yield new insights to your product development cycle. Having various members of your team understand the results can help generate ideas and features that had not originally been included in your product.
Remember, your goal here is to understand, not to challenge or persuade. Begin with a quiet read, ask questions, and come to a quiet understanding of what the interview information means.